Multi-Laboratory Hematoxylin and Eosin Staining Variance Unsupervised Machine Learning Dataset
收藏DataCite Commons2022-10-24 更新2024-07-29 收录
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https://figshare.com/articles/dataset/Multi-Laboratory_Hematoxylin_and_Eosin_Staining_Variance_Unsupervised_Machine_Learning_Dataset/21391107
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We provide the generated dataset used for unsupervised machine learning in [1]. The data is in CSV format and contains all principal components and ground truth labels, per tissue type. Tissue type codes used are; C1 for kidney, C2 for skin, C3 for colon, and 'PC' for the principal component. Please see the original design in [1] for feature extraction specifications. Features have been extracted independently for each tissue type. <br> Reference: Prezja, F.; Pölönen, I.; Äyrämö, S.; Ruusuvuori, P.; Kuopio, T. H&E Multi-Laboratory Staining Variance Exploration with Machine Learning. Appl. Sci. 2022, 12, 7511. https://doi.org/10.3390/app12157511
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figshare
创建时间:
2022-10-24



